AI Red Team Specialists use automated and AI-driven tools to simulate real-world attacks against organizations and AI systems. This role combines offensive security expertise with knowledge of LLM-powered automation, agentic AI security testing, and autonomous red teaming tools to continuously validate security controls and identify weaknesses in both traditional infrastructure and AI systems.
Open access educational materials and documentation
Introduction to automation concepts for red team operations and offensive security testing.
Introduction to Breach and Attack Simulation (BAS) concepts using the Cymulate platform.
Foundational concepts of automated red teaming and its role in security validation.
Hands-on demonstration of AI red teaming techniques and tools in action.
Learn how FireCompass enables continuous automated red team operations for enterprise security.
Explore Pentera's approach to automated security validation and continuous red team testing.
Expert-level webinar on automated red teaming specifically designed for testing AI and machine learning systems.
Expert deep-dive into using Large Language Models for offensive security automation and red team operations.
Cloud Security Alliance experts discuss agentic AI red teaming methodologies and frameworks.
Conference talk on multi-turn jailbreak attacks against agents and why continuous automated red teaming is necessary.
Long-form guide on what AI red teaming is, attack techniques, and skills; ties to CASP/CAISP certification.
OffSec article on its LLM Red Teaming Learning Path and hands-on labs against LLM deployments.
60-minute webinar on hacking LLM applications, prompt-extraction attacks, and practical defenses.
Research paper on 10,800 jailbreak attempts and non-linear features that predict jailbreak success.
arXiv preprint on Embedded Jailbreak Templates (EJT) for constructing and evaluating jailbreak templates.
Vendor-backed guide to each OWASP Top 10 for LLM Applications with examples and mitigations.
December 2025 workshop on using AI/LLMs for cyber threat intelligence and proactive defense.
Workshop on preventing unauthorized knowledge use from LLMs: un-distillable, un-finetunable, un-compressible, un-editable, un-usable models.
Professional courses and premium content for advanced learning
Design LLM red-teaming scenarios, build adversarial tests, and implement content-safety filters.
Two-day, lab-heavy course on exploiting and defending LLM-based systems.
Two-day workshop at FAIRCON on AI red teaming and risk analysis with 15+ hands-on labs.
Paid masterclass on AI red-teaming and AI security techniques.
Course on integrating AI-driven assertions, synthetic data, and red-team suites into QA pipelines.